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On the sensitivity of multiple eigenvalues of nonsymmetric matrix pencils
- Source :
- Linear Algebra and its Applications. 374:143-158
- Publication Year :
- 2003
- Publisher :
- Elsevier BV, 2003.
-
Abstract
- This paper considers the sensitivity of semisimple multiple eigenvalues and corresponding generalized eigenvector matrices of a nonsymmetric matrix pencil analytically dependent on several parameters. The directional derivatives of the multiple eigenvalues are obtained, and the average of eigenvalues and corresponding generalized eigenvector matrices are proved to be analytic. The results can be used to define the sensitivity of the semisimple multiple eigenvalues and corresponding generalized eigenvector matrices. These are useful for investigating structural optimal design, model updating, and structural damage detection.
- Subjects :
- Semisimple multiple eigenvalue
Matrix differential equation
Numerical Analysis
Algebra and Number Theory
Generalized eigenvector matrix
Directional derivative
Nonsymmetric matrix pencil
Algebra
Matrix (mathematics)
Generalized eigenvector
Spectrum of a matrix
Matrix pencil
Applied mathematics
Discrete Mathematics and Combinatorics
Sensitivity (control systems)
Geometry and Topology
Sensitivity analysis
Eigenvalues and eigenvectors
Mathematics
Subjects
Details
- ISSN :
- 00243795
- Volume :
- 374
- Database :
- OpenAIRE
- Journal :
- Linear Algebra and its Applications
- Accession number :
- edsair.doi.dedup.....c37b92ea60761a675f9c7d2efebbb7ce
- Full Text :
- https://doi.org/10.1016/s0024-3795(03)00581-0